Refactor player data processing in Streamlit app: remove filtering for position 'K' and update radio button label for slate selection.

src/streamlit_app.py

@@ -123,8 +123,8 @@ def init_baselines():
     raw_display = raw_display.rename(columns={'player_ID': 'player_id'})
     raw_display = raw_display[['Player', 'Position', 'Team', 'Opp', 'Salary', 'Floor', 'Median', 'Ceiling', 'Top_finish', 'Top_5_finish', 'Top_10_finish', '20+%', '2x%', '3x%', '4x%',
                                'Own', 'Small_Field_Own', 'Large_Field_Own', 'Cash_Field_Own', 'CPT_Own', 'LevX', 'version', 'slate', 'timestamp', 'player_id', 'site']]
-    load_display = raw_display[raw_display['Position'] != 'K']
-    dk_sd_roo_raw = load_display.dropna(subset=['Median'])
+    # load_display = raw_display[raw_display['Position'] != 'K']
+    dk_sd_roo_raw = raw_display.dropna(subset=['Median'])
 
     dk_sd_id_map = dict(zip(dk_sd_roo_raw['Player'], dk_sd_roo_raw['player_id']))
 
@@ -135,8 +135,8 @@ def init_baselines():
     raw_display = raw_display.rename(columns={'player_ID': 'player_id'})
     raw_display = raw_display[['Player', 'Position', 'Team', 'Opp', 'Salary', 'Floor', 'Median', 'Ceiling', 'Top_finish', 'Top_5_finish', 'Top_10_finish', '20+%', '2x%', '3x%', '4x%',
                                'Own', 'Small_Field_Own', 'Large_Field_Own', 'Cash_Field_Own', 'CPT_Own', 'LevX', 'version', 'slate', 'timestamp', 'player_id', 'site']]
-    load_display = raw_display[raw_display['Position'] != 'K']
-    fd_sd_roo_raw = load_display.dropna(subset=['Median'])
+    # load_display = raw_display[raw_display['Position'] != 'K']
+    fd_sd_roo_raw = raw_display.dropna(subset=['Median'])
 
     fd_sd_id_map = dict(zip(fd_sd_roo_raw['Player'], fd_sd_roo_raw['player_id']))
 
@@ -885,7 +885,7 @@ if selected_tab == 'Player ROO':
         if slate_type_var2 == 'Regular':
             slate_var2 = st.radio("Which data are you loading?", ('Main Slate', 'Secondary Slate', 'Late Slate', 'Thurs-Mon Slate'), key='slate_var2_radio')
         elif slate_type_var2 == 'Showdown':
-            slate_var2 = st.radio("Which data are you loading?", ("Showdown #1", "Showdown #2", "Showdown #3"), key='slate_var2_radio')
+            slate_var2 = st.radio("Which slate are you loading?", ("Showdown #1", "Showdown #2", "Showdown #3"), key='slate_var2_radio')
         if site_var == 'Draftkings':
             if slate_type_var2 == 'Regular':
                 raw_baselines = dk_roo_raw[dk_roo_raw['slate'] == str(slate_var2)]